Triple

T7124986
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Road Transport and Highways, Government of India E166036 entity
Predicate administers P123 FINISHED
Object National Highways Authority of India Act, 1988
The National Highways Authority of India Act, 1988 is an Indian law that established the National Highways Authority of India (NHAI) as the central agency responsible for the development, maintenance, and management of the country’s national highways network.
E644996 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: National Highways Authority of India Act, 1988 | Statement: [Ministry of Road Transport and Highways, Government of India, administers, National Highways Authority of India Act, 1988]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highways Authority of India Act, 1988
Context triple: [Ministry of Road Transport and Highways, Government of India, administers, National Highways Authority of India Act, 1988]
  • A. National Highways Act, 1956
    The National Highways Act, 1956 is an Indian law that provides the legal framework for declaring, developing, and managing national highways across the country.
  • B. Control of National Highways (Land and Traffic) Act, 2002
    The Control of National Highways (Land and Traffic) Act, 2002 is an Indian law that regulates the use of land along national highways and governs traffic management on them to ensure their safety, efficiency, and proper maintenance.
  • C. National Highways Authority of India
    The National Highways Authority of India is a government agency responsible for the development, maintenance, and management of the national highway network across India.
  • D. National Highway network of India
    The National Highway network of India is an extensive system of primary roadways that connects major cities, ports, and regions across the country, facilitating long-distance travel and economic activity.
  • E. Federal-Aid Highway Act of 1954
    The Federal-Aid Highway Act of 1954 was a U.S. law that expanded federal funding for highway construction and helped lay the groundwork for the later creation of the Interstate Highway System.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: National Highways Authority of India Act, 1988
Triple: [Ministry of Road Transport and Highways, Government of India, administers, National Highways Authority of India Act, 1988]
Generated description
The National Highways Authority of India Act, 1988 is an Indian law that established the National Highways Authority of India (NHAI) as the central agency responsible for the development, maintenance, and management of the country’s national highways network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highways Authority of India Act, 1988
Target entity description: The National Highways Authority of India Act, 1988 is an Indian law that established the National Highways Authority of India (NHAI) as the central agency responsible for the development, maintenance, and management of the country’s national highways network.
  • A. National Highways Act, 1956
    The National Highways Act, 1956 is an Indian law that provides the legal framework for declaring, developing, and managing national highways across the country.
  • B. Control of National Highways (Land and Traffic) Act, 2002
    The Control of National Highways (Land and Traffic) Act, 2002 is an Indian law that regulates the use of land along national highways and governs traffic management on them to ensure their safety, efficiency, and proper maintenance.
  • C. National Highways Authority of India
    The National Highways Authority of India is a government agency responsible for the development, maintenance, and management of the national highway network across India.
  • D. National Highway network of India
    The National Highway network of India is an extensive system of primary roadways that connects major cities, ports, and regions across the country, facilitating long-distance travel and economic activity.
  • E. Federal-Aid Highway Act of 1954
    The Federal-Aid Highway Act of 1954 was a U.S. law that expanded federal funding for highway construction and helped lay the groundwork for the later creation of the Interstate Highway System.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e64c0f688190a9b7482d86c2f033 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ad899dc081908808dc60015fd19e completed March 28, 2026, 10:29 a.m.
NEDg Description generation batch_69c7ae27c7c88190b456c9a5bf439370 completed March 28, 2026, 10:32 a.m.
NED2 Entity disambiguation (via description) batch_69c7aeb68c3481909c6dff8ee51349ab completed March 28, 2026, 10:34 a.m.
Created at: March 27, 2026, 2:44 p.m.